Modified K-means Algorithm with Local Optimality Guarantees

Mingyi Li; Michael R. Metel; Akiko Takeda

2025 ICML ICML 2025

Modified K-means Algorithm with Local Optimality Guarantees

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics and Mathematics & Optimization

Authors

Mingyi Li, Michael R. Metel, Akiko Takeda

Topics

Machine Learning > Optimization & Theory > Optimization Data Science & Analytics > Applications > Clustering Mathematics & Optimization > Optimization > Continuous Optimization

Keywords

bregman divergence k-means clustering loss locally optimal continuous sense discrete sense

Download PDF